Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls

5 August 2022

Jason Weston

Papers citing "Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls"

24 / 24 papers shown

Title
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 112 242 0 05 Aug 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,207 0 04 Mar 2022
A Survey of NLP-Related Crowdsourcing HITs: what works and what does not Jessica Huynh Jeffrey P. Bigham M. Eskénazi 89 17 0 09 Nov 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 68 107 0 07 Jul 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 208 410 0 07 Apr 2021
Continual Learning in Task-Oriented Dialogue Systems Andrea Madotto Zhaojiang Lin Zhenpeng Zhou Seungwhan Moon Paul A. Crook Bing-Quan Liu Zhou Yu Eunjoon Cho Zhiguang Wang CLL 128 132 0 31 Dec 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 78 234 0 14 Oct 2020
Deploying Lifelong Open-Domain Dialogue Learning Kurt Shuster Jack Urbanek Emily Dinan Arthur Szlam Jason Weston 70 22 0 18 Aug 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 113 998 0 16 Jul 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 102 52 0 22 Jun 2020
Hunting for Troll Comments in News Community Forums Todor Mihaylov Preslav Nakov 56 91 0 19 Nov 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 95 208 0 10 Nov 2019
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates Yang Liu Hongyi Guo NoLa 59 241 0 08 Oct 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 86 248 0 17 Aug 2019
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion Ryutaro Tanno A. Saeedi S. Sankaranarayanan Daniel C. Alexander N. Silberman NoLa 84 232 0 10 Feb 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! Braden Hancock Antoine Bordes Pierre-Emmanuel Mazaré Jason Weston 128 194 0 16 Jan 2019
Deep Bilevel Learning Simon Jenni Paolo Favaro NoLa 62 115 0 05 Sep 2018
Robust Loss Functions under Label Noise for Deep Neural Networks Aritra Ghosh Himanshu Kumar P. Sastry NoLa OOD 80 959 0 27 Dec 2017
Decoupling "when to update" from "how to update" Eran Malach Shai Shalev-Shwartz NoLa 97 568 0 08 Jun 2017
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 288 134 0 29 Nov 2016
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 97 762 0 27 Oct 2016
A Survey of Available Corpora for Building Data-Driven Dialogue Systems Iulian Serban Ryan J. Lowe Peter Henderson Laurent Charlin Joelle Pineau 61 342 0 17 Dec 2015
Training Deep Neural Networks on Noisy Labels with Bootstrapping Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy D. Erhan Andrew Rabinovich NoLa 115 1,023 0 20 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,129 0 20 Dec 2014